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Semantic Analysis

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Papers

Unobserved Local Structures Make Compositional Generalization Hard EMNLP 2022
Discovering Differences in the Representation of People using Contextualized Semantic Axes EMNLP 2022
How to disagree well: Investigating the dispute tactics used on Wikipedia EMNLP 2022
An Empirical Study on Finding Spans EMNLP 2022
ExPUNations: Augmenting Puns with Keywords and Explanations EMNLP 2022
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension EMNLP 2022
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding EMNLP 2022
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation EMNLP 2022
FLUTE: Figurative Language Understanding through Textual Explanations EMNLP 2022
QASem Parsing: Text-to-text Modeling of QA-based Semantics EMNLP 2022
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics EMNLP 2022
POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events EMNLP 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP 2022
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities EMNLP 2022
RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners EMNLP 2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022
Coordinated Topic Modeling EMNLP 2022
Sentence-level Media Bias Analysis Informed by Discourse Structures EMNLP 2022
“Covid vaccine is against Covid but Oxford vaccine is made at Oxford!” Semantic Interpretation of Proper Noun Compounds EMNLP 2022
Towards relation extraction from speech EMNLP 2022
The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative EMNLP 2022
The Curious Case of Control EMNLP 2022
Can Transformers Reason in Fragments of Natural Language? EMNLP 2022